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ORCIDEn-Hui Yang
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2025
[j70]Ahmed H. Salamah
, Shayan Mohajer Hamidi, En-Hui Yang:
A coded knowledge distillation framework for image classification based on adaptive JPEG encoding. Pattern Recognit. 158: 110966 (2025)- 2024
- [j69]Ahmed H. Salamah, Kaixiang Zheng, Linfeng Ye, En-Hui Yang:
JPEG Compliant Compression for DNN Vision. IEEE J. Sel. Areas Inf. Theory 5: 520-533 (2024) - [j68]Shayan Mohajer Hamidi, En-Hui Yang:
AdaFed: Fair Federated Learning via Adaptive Common Descent Direction. Trans. Mach. Learn. Res. 2024 (2024) - [c87]Linfeng Ye, Shayan Mohajer Hamidi, Renhao Tan, En-Hui Yang:
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information. ICLR 2024 - [c86]Kaixiang Zheng, En-Hui Yang:
Knowledge Distillation Based on Transformed Teacher Matching. ICLR 2024 - [c85]En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang:
Conditional Mutual Information Constrained Deep Learning: Framework and Preliminary Results. ISIT 2024: 569-574 - [c84]Shayan Mohajer Hamidi, Renhao Tan, Linfeng Ye, En-Hui Yang:
Fed-IT: Addressing Class Imbalance in Federated Learning through an Information- Theoretic Lens. ISIT 2024: 1848-1853 - [i17]Shayan Mohajer Hamidi, En-Hui Yang:
AdaFed: Fair Federated Learning via Adaptive Common Descent Direction. CoRR abs/2401.04993 (2024) - [i16]Linfeng Ye, Shayan Mohajer Hamidi, Renhao Tan, En-Hui Yang:
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information. CoRR abs/2401.08732 (2024) - [i15]Kaixiang Zheng, En-Hui Yang:
Knowledge Distillation Based on Transformed Teacher Matching. CoRR abs/2402.11148 (2024) - [i14]Ahmed H. Salamah, Kaixiang Zheng, Yiwen Liu, En-Hui Yang:
JPEG Inspired Deep Learning. CoRR abs/2410.07081 (2024) - 2023
- [c83]Kaixiang Zheng, Ahmed H. Salamah, Linfeng Ye, En-Hui Yang:
JPEG Compliant Compression for DNN Vision. ICIP 2023: 1875-1879 - [i13]Hossam Amer, Sepideh Shaterian, En-Hui Yang:
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria. CoRR abs/2302.09560 (2023) - [i12]En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang:
Conditional Mutual Information Constrained Deep Learning for Classification. CoRR abs/2309.09123 (2023) - 2022
- [c82]Linfeng Ye, En-Hui Yang, Ahmed H. Salamah:
Modeling and Energy Analysis of Adversarial Perturbations in Deep Image Classification Security. CWIT 2022: 62-67 - 2021
- [j67]En-Hui Yang, Hossam Amer, Yanbing Jiang:
Compression Helps Deep Learning in Image Classification. Entropy 23(7): 881 (2021) - [c81]Chen Sun, En-Hui Yang:
A Watermarking-Based Framework for Protecting Deep Image Classifiers Against Adversarial Attacks. CVPR Workshops 2021: 3329-3338 - [i11]Hossam Amer, Ahmed H. Salamah, Ahmad Sajedi, En-Hui Yang:
High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks. CoRR abs/2104.08314 (2021) - 2020
- [j66]Hossam Amer, En-Hui Yang:
Adaptive quantization parameter selection for low-delay HEVC via temporal propagation length estimation. Signal Process. Image Commun. 84: 115826 (2020) - [j65]Xiangwen Wang, En-Hui Yang, Da-ke He, Li Song, Xiang Yu:
Rate Distortion Optimization: A Joint Framework and Algorithms for Random Access Hierarchical Video Coding. IEEE Trans. Image Process. 29: 9458-9469 (2020) - [c80]Bowei Shan, Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang:
Depth-First Decoding of Distributed Arithmetic Codes for Uniform Binary Sources. DCC 2020: 393 - [c79]Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-Tao Xia, En-Hui Yang:
Targeted Attack for Deep Hashing Based Retrieval. ECCV (1) 2020: 618-634 - [i10]Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-Tao Xia, En-Hui Yang:
Targeted Attack for Deep Hashing based Retrieval. CoRR abs/2004.07955 (2020)
2010 – 2019
- 2019
- [c78]En-Hui Yang, Xin-Wen Wu:
On Optimal Information-Theoretically Secure Key Management. CWIT 2019: 1-6 - 2018
- [j64]Jing He, En-Hui Yang, Fuzheng Yang, Kehu Yang:
Adaptive Quantization Parameter Selection For H.265/HEVC by Employing Inter-Frame Dependency. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3424-3436 (2018) - [c77]Hossam Amer, En-Hui Yang:
Low-Delay Hevc Adaptive Quantization Parameter Selection through Temporal Propagation Length Estimation. ICIP 2018: 211-215 - [c76]Hossam Amer, Abdullah Rashwan, En-Hui Yang:
Fully Connected Network for HEVC CU Split Decision equipped with Laplacian Transparent Composite Model. PCS 2018: 189-193 - 2017
- [j63]Nan Hu, En-Hui Yang:
Correction to "Fast Mode Selection for HEVC Intra-Frame Coding With Entropy Coding Refinement Based on a Transparent Composite Model". IEEE Trans. Circuits Syst. Video Technol. 27(9): 2055-2056 (2017) - [c75]Yi Shan, En-Hui Yang:
Fast HEVC intra coding algorithm based on machine learning and Laplacian Transparent Composite Model. ICASSP 2017: 2642-2646 - [c74]En-Hui Yang, Xin-Wen Wu:
Information-theoretically secure key generation and management. ISIT 2017: 1529-1533 - [c73]Xin-Wen Wu, En-Hui Yang, Junhu Wang:
Lightweight security protocols for the Internet of Things. PIMRC 2017: 1-7 - 2016
- [j62]Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang:
Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources. IEEE Trans. Commun. 64(3): 1232-1245 (2016) - [j61]Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang:
Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources. IEEE Trans. Commun. 64(10): 4305-4319 (2016) - [c72]Hossam Amer, En-Hui Yang:
Scene-based low delay HEVC encoding framework based on transparent composite modeling. ICIP 2016: 809-813 - [c71]En-Hui Yang, Jingyun Bian:
Bipartite grammar-based representations of large sparse binary matrices: Framework and transforms. ISITA 2016: 241-245 - [c70]En-Hui Yang:
On coding for data analytics: New information distances. ITA 2016: 1-6 - 2015
- [j60]Hai Bing Yin, En-Hui Yang, Xiang Yu, Zhe Lei Xia:
Fast Soft Decision Quantization With Adaptive Preselection and Dynamic Trellis Graph. IEEE Trans. Circuits Syst. Video Technol. 25(8): 1362-1375 (2015) - [j59]Nan Hu, En-Hui Yang:
Fast Mode Selection for HEVC Intra-Frame Coding With Entropy Coding Refinement Based on a Transparent Composite Model. IEEE Trans. Circuits Syst. Video Technol. 25(9): 1521-1532 (2015) - [j58]Chang Sun, En-Hui Yang:
An Efficient DCT-Based Image Compression System Based on Laplacian Transparent Composite Model. IEEE Trans. Image Process. 24(3): 886-900 (2015) - [j57]En-Hui Yang, Jin Meng:
New Nonasymptotic Channel Coding Theorems for Structured Codes. IEEE Trans. Inf. Theory 61(9): 4534-4553 (2015) - [c69]Yueming Gao, En-Hui Yang, Da-ke He:
Low-complexity rate control in video coding based on bi-geometric transparent composite models. ICIP 2015: 1419-1423 - [c68]Nan Hu, En-Hui Yang:
Fast inter mode decision for HEVC based on transparent composite model. ICIP 2015: 1533-1537 - [c67]En-Hui Yang, Xiang Yu, Jin Meng:
Set mapping induced image perceptual similarity distance. ITA 2015: 255-264 - 2014
- [j56]Nan Hu, En-Hui Yang:
Fast Motion Estimation Based on Confidence Interval. IEEE Trans. Circuits Syst. Video Technol. 24(8): 1310-1322 (2014) - [j55]En-Hui Yang, Xiang Yu, Jin Meng, Chang Sun:
Transparent Composite Model for DCT Coefficients: Design and Analysis. IEEE Trans. Image Process. 23(3): 1303-1316 (2014) - [j54]En-Hui Yang, Chang Sun, Jin Meng:
Quantization Table Design Revisited for Image/Video Coding. IEEE Trans. Image Process. 23(11): 4799-4811 (2014) - [j53]Jie Zhang, En-Hui Yang, John C. Kieffer:
A Universal Grammar-Based Code for Lossless Compression of Binary Trees. IEEE Trans. Inf. Theory 60(3): 1373-1386 (2014) - [j52]En-Hui Yang, Lin Zheng, Dake He:
On the Information Theoretic Performance Comparison of Causal Video Coding and Predictive Video Coding. IEEE Trans. Inf. Theory 60(3): 1428-1446 (2014) - [j51]Shenghao Yang, Siu-Wai Ho, Jin Meng, En-Hui Yang:
Capacity Analysis of Linear Operator Channels Over Finite Fields. IEEE Trans. Inf. Theory 60(8): 4880-4901 (2014) - [j50]Jin Meng, En-Hui Yang:
Constellation and Rate Selection in Adaptive Modulation and Coding Based on Finite Blocklength Analysis and Its Application to LTE. IEEE Trans. Wirel. Commun. 13(10): 5496-5508 (2014) - [c66]Nan Hu, En-Hui Yang:
Fast intra mode decision for HEVC based on Transparent Composite Model. ICIP 2014: 3710-3714 - [c65]Chang Sun, En-Hui Yang:
An efficient DCT-based image compression system based on transparent composite model. ICIP 2014: 5611-5615 - 2013
- [j49]Jin Meng, En-Hui Yang:
Interactive Encoding and Decoding Based on Binary LDPC Codes With Syndrome Accumulation. IEEE Trans. Inf. Theory 59(5): 3068-3103 (2013) - [j48]James Ho, En-Hui Yang:
Designing Optimal Multiresolution Quantizers with Error Detecting Codes. IEEE Trans. Wirel. Commun. 12(7): 3588-3599 (2013) - [c64]En-Hui Yang, Xiang Yu:
Transparent composite model for large scale image/video processing. IEEE BigData 2013: 38-44 - [c63]James Ho, Jin Meng, En-Hui Yang:
On separation of source and channel coding in the finite block length regime. CWIT 2013: 92-95 - [c62]Krishnakanth Rapaka, En-Hui Yang:
A High Throughput Multi Symbol CABAC Framework for Hybrid Video Codecs. DCC 2013: 515 - [c61]Nan Hu, En-Hui Yang:
Confidence interval based motion estimation. ICIP 2013: 1588-1592 - [c60]En-Hui Yang, Chang Sun, Jin Meng:
Quantization table design revisited for image/video coding. ICIP 2013: 1855-1859 - [c59]James Ho, En-Hui Yang:
Optimal multiresolution quantization with error detecting codes for broadcast channels. ISIT 2013: 554-558 - [c58]Jie Zhang, En-Hui Yang, John C. Kieffer:
Redundancy analysis in lossless compression of a binary tree via its minimal DAG representation. ISIT 2013: 1914-1918 - [c57]En-Hui Yang, Jin Meng:
New non-asymptotic random channel coding theorems. ITA 2013: 1-8 - [c56]Jin Meng, En-Hui Yang:
Constellation and rate selection in adaptive modulation and coding based on finite blocklength analysis. WCNC 2013: 4065-4070 - [i9]En-Hui Yang, Jin Meng:
New Non-asymptotic Random Channel Coding Theorems. CoRR abs/1303.0572 (2013) - [i8]Jie Zhang, En-Hui Yang, John C. Kieffer:
A Universal Grammar-Based Code For Lossless Compression of Binary Trees. CoRR abs/1304.7392 (2013) - 2012
- [c55]En-Hui Yang, Jin Meng:
Channel capacity in the non-asymptotic regime: Taylor-type expansion and computable benchmarks. Allerton Conference 2012: 278-285 - [c54]Duo Xu, Jin Meng, En-Hui Yang:
Non-asymptotic fixed-rate Slepian-Wolf coding theorem. Allerton Conference 2012: 640-647 - [c53]Mehdi Torbatian, En-Hui Yang:
Causal coding of multiple jointly Gaussian sources. Allerton Conference 2012: 2060-2067 - [c52]En-Hui Yang, Jin Meng:
Jar decoding: LDPC coding theorems for binary input memoryless channels. ISIT 2012: 2861-2865 - [c51]En-Hui Yang, Jin Meng:
Non-asymptotic equipartition properties for independent and identically distributed sources. ITA 2012: 39-46 - [i7]Jin Meng, En-Hui Yang:
Interactive Encoding and Decoding Based on Binary LDPC Codes with Syndrome Accumulation. CoRR abs/1201.5167 (2012) - [i6]En-Hui Yang, Jin Meng:
Jar Decoding: Non-Asymptotic Converse Coding Theorems, Taylor-Type Expansion, and Optimality. CoRR abs/1204.3658 (2012) - [i5]En-Hui Yang, Jin Meng:
Non-asymptotic Equipartition Properties for Independent and Identically Distributed Sources. CoRR abs/1204.3661 (2012) - 2011
- [j47]En-Hui Yang, Lin Zheng, Dake He, Zhen Zhang:
Rate Distortion Theory for Causal Video Coding: Characterization, Computation Algorithm, and Comparison. IEEE Trans. Inf. Theory 57(8): 5258-5280 (2011) - [j46]Jin Meng, En-Hui Yang, Dake He:
Linear Interactive Encoding and Decoding for Lossless Source Coding With Decoder Only Side Information. IEEE Trans. Inf. Theory 57(8): 5281-5297 (2011) - [c50]En-Hui Yang, Chang Sun:
Dithered soft decision quantization for baseline JPEG encoding and its joint optimization with huffman coding and quantization table selection. ACSCC 2011: 249-253 - [c49]Jin Meng, En-Hui Yang, Zhen Zhang:
Tree interactive encoding and decoding: Conditionally Φ-mixing sources. ISIT 2011: 1871-1875 - [c48]Lin Zheng, Da-ke He, En-Hui Yang:
On the information theoretic performance comparison of causal video coding and predictive video coding. ITA 2011: 473-479 - [i4]John C. Kieffer, Philippe Flajolet, En-Hui Yang:
Universal Lossless Data Compression Via Binary Decision Diagrams. CoRR abs/1111.1432 (2011) - 2010
- [j45]En-Hui Yang, Da-ke He:
Interactive encoding and decoding for one way learning: near lossless recovery with side information at the decoder. IEEE Trans. Inf. Theory 56(4): 1808-1824 (2010) - [j44]Xiang Yu, Haiquan Wang, En-Hui Yang:
Design and Analysis of Optimal Noisy Channel Quantization With Random Index Assignment. IEEE Trans. Inf. Theory 56(11): 5796-5804 (2010) - [c47]Jin Meng, En-Hui Yang:
On the error exponent to redundancy ratio of interactive encoding and decoding. ISIT 2010: 121-125 - [c46]Fei Teng, En-Hui Yang, Xiang Yu:
Optimal multiresolution quantization for broadcast channels with random index assignment. ISIT 2010: 181-185 - [c45]Shenghao Yang, Jin Meng, En-Hui Yang:
Coding for linear operator channels over finite fields. ISIT 2010: 2413-2417 - [c44]En-Hui Yang, Jin Meng:
On interactive encoding and decoding for distributed lossless coding of individual sequences. ITA 2010: 545-551 - [c43]En-Hui Yang, Chang Sun, Lin Zheng:
An improved iterative algorithm for calculating the ratedistortion performance of causal video coding for continuous sources and its application to real video data. PCS 2010: 98-101 - [i3]Shenghao Yang, Siu-Wai Ho, Jin Meng, En-Hui Yang:
Linear Operator Channels over Finite Fields. CoRR abs/1002.2293 (2010)
2000 – 2009
- 2009
- [j43]James She, Xiang Yu, Pin-Han Ho, En-Hui Yang:
A cross-layer design framework for robust IPTV services over IEEE 802.16 networks. IEEE J. Sel. Areas Commun. 27(2): 235-245 (2009) - [j42]En-Hui Yang, Xiang Yu:
Soft Decision Quantization for H.264 With Main Profile Compatibility. IEEE Trans. Circuits Syst. Video Technol. 19(1): 122-127 (2009) - [j41]En-Hui Yang, Longji Wang:
Joint Optimization of Run-Length Coding, Huffman Coding, and Quantization Table With Complete Baseline JPEG Decoder Compatibility. IEEE Trans. Image Process. 18(1): 63-74 (2009) - [j40]Xiang Yu, En-Hui Yang, Haiquan Wang:
Down-Sampling Design in DCT Domain With Arbitrary Ratio for Image/Video Transcoding. IEEE Trans. Image Process. 18(1): 75-89 (2009) - [j39]Jun Chen, Dake He, Ashish Jagmohan, Luis Alfonso Lastras-Montaño, En-Hui Yang:
On the linear codebook-level duality between Slepian-Wolf coding and channel coding. IEEE Trans. Inf. Theory 55(12): 5575-5590 (2009) - [j38]Dake He, Luis Alfonso Lastras-Montaño, En-Hui Yang, Ashish Jagmohan, Jun Chen:
On the redundancy of Slepian--Wolf coding. IEEE Trans. Inf. Theory 55(12): 5607-5627 (2009) - [j37]Haiquan Wang, En-Hui Yang, Zhijin Zhao, Wei Zhang:
Spectrum sensing in cognitive radio using goodness of fit testing. IEEE Trans. Wirel. Commun. 8(11): 5427-5430 (2009) - [c42]Jin Meng, En-Hui Yang:
Interactive encoding and decoding based on syndrome accumulation over binary LDPC ensembles: Universality and rate-adaptivity. Allerton 2009: 1502-1509 - [c41]En-Hui Yang, Longji Wang:
Joint optimization of run-length coding, context-based arithmetic coding and quantization step sizes. CCECE 2009: 678-681 - [c40]Guixing Wu, En-Hui Yang, Da-ke He:
Joint watermarking and compression for Gaussian and Laplacian sources using uniform vector quantization. ICASSP 2009: 1493-1496 - [c39]En-Hui Yang, Longji Wang:
Full rate distortion optimizaton of MPEG-2 video coding. ICIP 2009: 605-608 - [c38]Xiang Yu, Da-ke He, En-Hui Yang:
Adaptive quantization with balanced distortion distribution and its application to H.264 intra coding. ICIP 2009: 1049-1052 - [c37]En-Hui Yang, Longji Wang:
Entropy constrained color splitting for palette images. ICME 2009: 109-112 - [c36]John C. Kieffer, En-Hui Yang, Wojciech Szpankowski:
Structural complexity of random binary trees. ISIT 2009: 635-639 - [c35]En-Hui Yang, Lin Zheng, Zhen Zhang, Da-ke He:
A computation approach to the minimum total rate problem of causal video coding. ISIT 2009: 2141-2145 - 2008
- [j36]En-Hui Yang, Wei Sun:
On Information Embedding When Watermarks and Covertexts are Correlated. IEEE Trans. Inf. Theory 54(7): 3340-3345 (2008) - [j35]En-Hui Yang, Da-ke He, Tomohiko Uyematsu, Raymond W. Yeung:
Universal Multiterminal Source Coding Algorithms With Asymptotically Zero Feedback: Fixed Database Case. IEEE Trans. Inf. Theory 54(12): 5575-5590 (2008) - [c34]Jin Meng, En-Hui Yang, Da-ke He:
Low-density linear IED schemes for lossless source coding with decoder only side information. Allerton 2008: 661-668 - [c33]Xiang Yu, En-Hui Yang, Haiquan Wang:
Down-sampling in DCT domain using linear transform with double-sided multiplication for image/video transcoding. ICASSP 2008: 1377-1380 - [c32]En-Hui Yang, Da-ke He:
On interactive encoding and decoding for lossless source coding with decoder only side information. ISIT 2008: 419-423 - [c31]Wei Sun, En-Hui Yang:
On achievable distortion regions of analog Gaussian watermarking. ISIT 2008: 1987-1991 - [c30]Xiang Yu, Haiquan Wang, En-Hui Yang:
Optimal quantization for noisy channels with random index assignment. ISIT 2008: 2727-2731 - [c29]James She, Xiang Yu, Fen Hou, Pin-Han Ho, En-Hui Yang:
A Framework of Cross-Layer Superposition Coded Multicast for Robust IPTV Services over WiMAX. WCNC 2008: 3139-3144 - [e1]Frank R. Kschischang, En-Hui Yang:
2008 IEEE International Symposium on Information Theory, ISIT 2008, Toronto, ON, Canada, July 6-11, 2008. IEEE 2008, ISBN 978-1-4244-2256-2 [contents] - 2007
- [j34]Yunwei Jia, En-Hui Yang, Da-ke He, Steven Chan:
A Greedy Renormalization Method for Arithmetic Coding. IEEE Trans. Commun. 55(8): 1494-1503 (2007) - [j33]En-Hui Yang, Xiang Yu:
Rate Distortion Optimization for H.264 Interframe Coding: A General Framework and Algorithms. IEEE Trans. Image Process. 16(7): 1774-1784 (2007) - [c28]En-Hui Yang, Longji Wang:
Joint Optimization of Run-Length Coding, Huffman Coding and Quantization Table with Complete Baseline JPEG Compatibility. ICIP (3) 2007: 181-184 - [c27]Jiao Wang, En-Hui Yang, Xiang Yu:
An Efficient Motion Estimation Method for H.264-Based Video Transcoding with Spatial Resolution Conversion. ICME 2007: 444-447 - [c26]En-Hui Yang, Da-ke He:
Universal Data Compression with Side Information at the Decoder by Using Traditional Universal Lossless Compression Algorithms. ISIT 2007: 431-435 - [c25]Xudong Ma, En-Hui Yang:
Constructing LDPC Codes by 2-Lifts. ISIT 2007: 1231-1235 - [c24]Da-ke He, Luis Alfonso Lastras-Montaño, En-Hui Yang:
Redundancy of Variable Rate Slepian-Wolf Codes from the Decoder's Perspective. ISIT 2007: 1321-1325 - [c23]Wei Sun, En-Hui Yang:
On Reversible Embedding When Watermarks and Covertexts Are Correlated. ISIT 2007: 2451-2455 - 2006
- [j32]Zhou Wang, Guixing Wu, Hamid R. Sheikh, Eero P. Simoncelli, En-Hui Yang, Alan C. Bovik:
Quality-aware images. IEEE Trans. Image Process. 15(6): 1680-1689 (2006) - [c22]Nguyen Nguyen, En-Hui Yang:
End-to-end loss discrimination for improved throughput performance in heterogeneous networks. CCNC 2006: 538-542 - [c21]Wei Sun, En-Hui Yang:
Algorithms for Computing Joint Compression and Private Watermarking Rate Regions. ISIT 2006: 178-182 - [c20]